SpanTrain: a cross-domain distributed model training system for cloud-edge-end heterogeneous devices

SpanTrain: a cross-domain distributed model training system for cloud-edge-end heterogeneous devices

Currently, in addition to cloud computing centers, the edge and end environments represented by the internet of things, fixed or mobile computing edges are also filled with a large number of intelligent computing devices. Expanding the deep neural network (DNN) training from cloud computing centers...

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Bibliographic Details
Main Authors: WANG Jinquan, LIU Xuzhao, LIAO Xiaojian, XIAO Limin, HUO Zhisheng, SUO Jiashun, LI Yuntong, SHEN Runnan, XIE Xilong, TANG Xicheng
Format: Article
Language:zho
Published: China InfoCom Media Group 2025-05-01
Series:大数据
Subjects:
distributed computing
DNN training
parallel training strategy
Online Access:http://www.j-bigdataresearch.com.cn/zh/article/doi/10.11959/j.issn.2096-0271.2025040/
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